Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "185"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 185 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 231 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 221 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_2237/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 185, Node 14:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.825789 -0.705340 3.755895 -0.064420 26.117440 -1.094899 5.087134 -0.228373 0.7901 0.7921 0.2590 9.985581 10.487321
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.600336 -0.330763 8.082918 -0.388030 2.398309 -0.827094 1.447237 -0.253636 0.7287 0.7309 0.2560 6.643827 6.242849
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.657932 -0.649033 1.493445 -0.648710 1.697433 -0.581695 1.238847 -0.145683 0.0414 0.0404 0.0010 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.100344 -0.716055 9.273332 0.394884 1.832628 -0.685043 -1.050804 0.177298 0.6769 0.6882 0.3724 9.241232 7.838537
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.612646 -0.184104 8.363104 -0.238750 1.851746 -0.932355 -0.733957 -0.094895 0.6802 0.6868 0.3626 7.883886 6.904780
2459589 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.283712 -0.615113 6.571590 -0.348904 12.090117 -0.943449 3.361880 -0.516967 0.7209 0.7159 0.2803 6.531228 5.940619
2459588 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.745419 -0.858900 10.081901 0.033571 1.628107 -0.666296 2.577283 -0.409014 0.7695 0.7526 0.2397 7.970378 7.709468
2459587 digital_ok 100.00% - - - 100.00% 0.00% 1.839885 -0.464875 13.971842 0.705275 1.450743 0.030297 -0.540765 0.379965 nan nan nan 26.829630 26.930296
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 7.03% 0.00% 0.454876 -0.363374 0.256344 -0.380046 -0.772545 -0.997408 -0.630407 0.918717 0.6697 0.6826 0.3522 1.689472 1.665518
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.360295 0.364892 -0.123794 0.535734 1.342511 0.185320 1.459289 -0.173440 0.0416 0.0419 0.0016 0.000000 0.000000
2459584 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.60% 1.803181 0.593521 -0.698837 -0.253084 -0.617867 -0.573188 -0.379346 2.090145 0.6213 0.6283 0.3643 1.413542 1.426742
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% 0.849597 0.083471 -0.854513 0.609160 -0.526303 -0.403183 -0.469334 1.496027 0.6830 0.6893 0.3808 1.767551 1.852674
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% 0.668363 0.233064 -0.473784 0.830849 -0.823557 -0.659074 -0.572094 0.119594 0.6838 0.6908 0.3853 1.707266 1.721474
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% 0.689061 0.339392 -0.965928 0.323746 -0.835010 -0.559343 -0.494578 2.312446 0.6867 0.6939 0.3830 1.676514 1.654820
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% 0.654798 0.215109 -0.460488 0.428187 -0.643938 -0.463555 -0.626422 2.707840 0.6852 0.6910 0.3811 1.776067 1.708207
2459579 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.509440 -0.380258 -0.846471 -0.814087 1.113495 0.469251 -0.398053 -0.657530 0.0327 0.0349 0.0017 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 17.84% 3.24% 0.450756 0.010835 -0.897200 0.376623 -0.611257 -0.388771 -0.294326 0.691915 0.6799 0.6871 0.3847 1.718525 1.657772
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 0.00% 0.075341 0.107190 -0.739469 0.644148 -0.307691 0.984270 -0.348522 3.341943 0.7055 0.7128 0.3794 1.501817 1.546806
2459575 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.178435 0.084790 -0.348930 0.430159 11.260325 -0.328422 -0.851540 0.376508 0.7661 0.7682 0.3224 8.838306 9.059340
2459574 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.760989 0.567229 -0.719414 0.452953 -0.773821 0.103615 -0.345827 -0.313317 0.7048 0.7145 0.3842 1.584584 1.563755
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.345986 -0.386905 -0.877728 -0.904304 6.325330 -0.696261 -0.085765 -0.416918 0.0379 0.0464 0.0013 nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 3.24% 0.679373 0.998178 0.440904 0.901157 0.597869 0.723186 0.409852 0.739308 0.6918 0.7056 0.3470 1.583710 1.752035
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.411454 0.126475 -0.838659 0.423020 0.906575 0.261656 -0.715361 0.446398 0.7839 0.7872 0.2206 2.050450 1.919016
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.624731 -0.075986 -0.734560 0.537676 0.060752 0.172023 0.635900 3.275805 0.6944 0.7055 0.3943 1.637507 1.679306
2459565 digital_ok 0.00% - - - 100.00% 0.00% 0.190615 0.190615 0.168786 0.168786 -0.882853 -0.882853 -0.945292 -0.945292 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -0.249120 0.714994 -1.059075 0.839374 -0.080625 -0.002746 0.391342 3.345516 0.7120 0.7117 0.3982 1.745634 1.669960
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 1.087594 0.118621 -0.316655 -0.077197 -0.171061 -0.518753 -0.111014 1.076474 0.7077 0.7124 0.3872 1.697740 1.723815
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.147365 0.764805 -0.366573 0.651318 0.295087 0.730140 -0.010546 1.725612 0.7129 0.7180 0.3829 1.776684 1.714619
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.507134 0.576863 -0.415935 0.451852 0.613700 0.433523 0.089609 0.102760 0.7101 0.7171 0.3828 1.847096 1.793254
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.002274 0.370337 -0.310425 0.515613 0.734614 0.618890 0.042274 0.006580 0.7052 0.7120 0.3968 1.694051 1.649114
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.232071 0.421616 -0.497187 0.420295 0.586156 0.439499 0.229354 1.242312 0.7076 0.7120 0.3832 1.724665 1.615365
2459558 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0380 0.0405 0.0021 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 5.41% 0.00% 0.923991 0.474062 -0.535343 1.113720 -0.615938 -0.407899 -0.623517 0.595015 0.7048 0.7062 0.3944 1.641284 1.556332
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7133 0.7160 0.3956 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7022 0.6877 0.3891 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.130652 7.122553 0.364813 1.381369 49.498931 11.870497 1.437761 1.292092 0.7078 0.7043 0.3894 10.328940 9.759193
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.005495 0.286895 -0.616673 0.453451 0.574708 0.597986 -0.068835 0.725186 0.7115 0.7135 0.3896 1.854084 1.721490
2459550 digital_ok - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0516 0.0515 0.0007 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 8.11% 0.00% 1.216991 0.052314 -0.671469 0.250221 -0.164155 -0.372189 -0.145811 1.631243 0.7063 0.7063 0.4037 1.766616 1.605004
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% 1.035348 0.668684 -0.811164 1.382464 -0.721124 -0.608814 -0.400267 1.633872 0.7632 0.7530 0.3553 1.713527 1.632917
2459541 digital_ok 0.00% 0.45% 0.45% 0.00% 21.88% 0.00% 0.236534 -0.222132 -0.038978 0.269578 -0.080061 0.076131 -0.676052 0.672930 0.7646 0.7542 0.3277 1.690285 1.573149
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 0.89% 0.521367 0.609764 -0.575650 0.425592 -0.574016 -0.168944 -0.289149 0.507984 0.7662 0.7562 0.3389 1.619774 1.521556
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% -0.193369 0.122355 -0.014732 0.894009 -0.820329 -0.766732 -0.510580 -0.818114 0.7348 0.7333 0.4292 1.816158 1.628359
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% 0.177201 0.170730 -0.410262 0.350455 -0.699093 -0.036196 -0.391259 -0.351709 0.8004 0.7775 0.3618 1.851252 1.592338
2459534 digital_ok 100.00% 98.66% 98.66% 0.00% 100.00% 0.00% 4.400572 3.736147 -1.014179 -0.615410 2.418209 4.344867 8.298752 8.307062 0.0854 0.1128 0.0203 1.298762 1.282358
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 0.456619 0.026149 -0.425169 0.203273 -0.372534 -0.399636 -0.699797 -0.500117 0.7342 0.7274 0.4065 1.794598 1.665966
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% 0.478881 0.381987 -0.275938 1.050020 -1.312133 -0.813592 -0.876907 -0.324902 0.7350 0.7322 0.4076 1.766440 1.682954
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% -0.194503 0.209481 -0.433480 0.352552 0.365775 0.776714 -0.105673 0.099310 0.7528 0.7431 0.3987 1.838016 1.669791
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.189759 0.350679 -0.714963 0.689410 0.269386 -1.040785 -0.561327 0.125990 0.9069 0.9324 0.2986 0.000000 0.000000
2459523 digital_ok 0.00% - - - 14.29% 0.00% 1.299544 -0.043446 -1.032494 0.642259 -0.880650 -0.804439 -0.748904 -0.348673 nan nan nan 2.424692 2.164154
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.838659 0.094889 -0.272126 0.711436 -1.534346 -0.281603 -0.713892 0.157666 0.7242 0.6938 0.3347 1.971538 2.136777
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.174272 -0.377226 -0.799319 -0.799403 -0.794118 -1.076251 -0.807713 -0.662751 0.0357 0.0403 0.0013 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.523074 0.499840 -1.003665 0.419746 -0.894682 -0.529241 -1.119971 0.076427 0.9178 0.9460 0.1696 0.000000 0.000000
2459505 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.245871 0.727724 0.181334 1.005246 -1.030507 -0.242462 -0.012624 1.118808 0.0543 0.0563 0.0028 1.269035 1.249893
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% 0.490806 0.355609 -0.087623 0.773140 -0.355513 1.517384 -0.208595 1.260895 0.8664 0.8611 0.4390 0.000000 0.000000
2459501 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.466318 -0.111821 -0.081146 -0.058324 0.930940 -0.731170 -0.693507 -0.235600 0.1085 0.1227 0.0114 0.000000 0.000000
2459500 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.075155 -0.326436 -1.044279 -0.321964 -0.408506 -0.129318 -0.509850 -0.803079 0.1071 0.1140 0.0103 0.000000 0.000000
2459499 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.055086 0.249298 -1.123886 0.169449 -0.471721 0.131327 -0.464143 -0.763379 0.1183 0.1351 0.0088 0.000000 0.000000
2459498 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.286570 -0.262440 -0.433492 0.041685 -0.306611 -0.020973 -0.877694 -0.200055 0.1336 0.1203 0.0150 0.000000 0.000000
2459497 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.175092 -0.035856 -0.020646 -0.057850 0.310681 -0.379132 -0.852718 -0.449462 0.1544 0.1390 0.0181 0.000000 0.000000
2459496 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.607660 -0.288252 -0.510225 0.214500 -0.433677 0.070479 -0.775076 -0.430238 0.9096 0.9190 0.3519 0.000000 0.000000
2459495 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.442272 -0.118670 -0.675696 0.085344 -0.515186 -0.101746 -0.787495 -0.210757 0.9051 0.9137 0.3903 0.000000 0.000000
2459494 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.327147 0.086198 -1.029333 0.158740 -0.578446 -0.433831 -0.780267 -0.537901 0.8906 0.9016 0.4122 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% 0.488601 -0.227574 0.353387 -0.040347 -0.104921 -1.002991 -0.486877 -0.738258 0.7536 0.8018 0.3289 0.443859 0.421944
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% -0.125829 -0.049327 0.606052 0.708306 0.186212 1.269567 -0.515433 -0.281092 0.7969 0.8190 0.2531 0.848418 0.767595
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 0.164105 -0.076469 0.476355 0.080141 -0.054712 -0.447383 -0.478670 -0.469873 0.7484 0.7993 0.3758 1.917499 1.733424
2459489 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% 0.048952 0.086978 0.255795 0.349717 0.917715 -0.122820 -0.192491 -0.165829 0.7681 0.8080 0.3157 1.727402 1.706716
2459488 digital_ok 0.00% 0.00% 0.00% 0.00% 85.71% 0.00% 0.480102 -0.050631 0.058903 -0.038432 0.247748 0.016210 -0.456856 -0.638189 0.7689 0.8105 0.3537 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 185: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 13.256817 0.818609 -0.751576 4.637421 0.479820 13.256817 -0.617260 2.794879 -0.181304

Antenna 185: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 9.162873 0.150197 -1.213005 -0.069946 -0.539948 -0.051274 -1.320356 -0.030587 9.162873

Antenna 185: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 6.341435 -0.247274 -0.859487 -0.452557 -0.019869 -0.014665 -0.961283 -0.268140 6.341435

Antenna 185: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 0.751834 -0.026529 0.712808 -0.106088 0.751834 0.327152 -0.301205 -0.418427 -1.040039

Antenna 185: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 1.730750 1.730750 0.594594 0.431843 -0.676714 -0.647532 -1.360550 -1.383583 -1.306611

Antenna 185: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power -0.047029 -0.533682 -0.727332 -0.490270 -0.047029 -0.294545 -0.791173 -0.966696 -0.877164

Antenna 185: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties -0.198809 -0.543854 -0.276578 -1.133468 -0.375211 -0.883577 -0.552495 -0.198809 -0.388755

Antenna 185: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 0.503711 0.466463 -0.100080 -0.331881 -0.969923 -0.282321 -0.753041 0.503711 -0.498400

Antenna 185: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Variability -0.181497 -0.576626 -0.274525 -0.485774 -0.687524 -0.181497 -0.881849 -0.982237 -0.469131

Antenna 185: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 0.500606 -0.521249 -0.719152 -0.158508 -0.934748 0.399625 -0.669667 -0.856380 0.500606

Antenna 185: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Shape 5.761543 0.217136 5.761543 0.332415 -0.225384 0.307357 0.031055 -0.364655 -0.501931

Antenna 185: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Shape 3.376506 3.376506 -0.720973 -0.039656 -0.832967 -0.651107 -0.682960 -0.288341 -0.051019

Antenna 185: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Power 0.058650 -0.384103 -0.738021 -0.050223 0.058650 -0.136562 -0.253118 -1.120342 -1.065089

Antenna 185: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 3.830460 -0.773730 -0.477318 -0.395460 -0.738496 -0.184228 3.830460 -1.127636 -0.019552

Antenna 185: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape -0.044849 -0.044849 -0.312715 -0.828674 -0.634424 -0.961655 -0.713391 -0.675095 -0.559828

Antenna 185: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Shape 4.215947 4.215947 1.738358 -0.259491 -0.674905 -0.649722 -0.791815 -0.200925 -0.373071

Antenna 185: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Shape 14.752914 7.652923 14.752914 -0.537909 0.813136 0.303573 0.674405 2.820124 8.923371

Antenna 185: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Shape 11.936999 6.222815 11.936999 -0.466295 0.825856 0.150864 0.626541 0.949457 5.734907

Antenna 185: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Shape 16.513899 16.513899 7.929206 1.194221 -0.376930 0.410978 -0.918952 0.393391 -0.118554

Antenna 185: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Shape 18.773386 8.884468 18.773386 0.263518 2.100596 -0.199122 0.496955 0.538558 2.547154

Antenna 185: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 0.114995 -0.648083 -0.644928 -1.176411 -0.643527 -0.852916 -1.034752 -0.564717 0.114995

Antenna 185: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 8.670375 -0.415670 -0.675751 -0.733923 -0.930669 0.071515 -0.390327 8.670375 -0.846089

Antenna 185: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 46.465304 2.584639 2.262533 10.250323 10.237613 8.496863 5.522605 46.465304 19.963343

Antenna 185: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 Not Found ee Temporal Discontinuties 28.122381 4.724977 5.168426 16.131167 15.222772 7.788671 8.199090 26.596077 28.122381

Antenna 185: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties -0.211278 -0.927245 -0.747738 -0.469392 -1.110741 -1.101142 -0.843450 -0.362055 -0.211278

Antenna 185: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 73.530644 3.335550 2.826347 10.208678 10.305030 8.480326 7.216798 34.537176 73.530644

Antenna 185: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 0.853141 -0.136548 -0.477264 -0.822430 0.345868 0.853141 -0.337843 -0.139078 -1.179591

Antenna 185: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Power 14.405799 3.469508 3.731873 12.071791 14.405799 5.530758 4.273825 12.261058 11.002072

Antenna 185: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 21.533039 7.442392 7.115683 19.479888 16.605614 12.646502 17.081553 18.607563 21.533039

Antenna 185: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 103.687546 3.818289 3.897052 15.206151 19.082409 8.125627 4.661084 103.687546 16.199809

Antenna 185: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 5.245769 0.453698 -0.224026 1.681307 -0.397961 2.265161 -0.761471 5.245769 -0.642189

Antenna 185: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 4.285013 -0.344826 -0.064945 -0.907068 -0.690524 -0.866737 -0.593567 -0.643245 4.285013

Antenna 185: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 45.420399 2.295704 2.438151 9.877816 9.342409 20.165118 16.753659 44.751195 45.420399

Antenna 185: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 53.700945 1.773490 1.881398 10.385344 9.750257 3.418414 2.885894 52.250529 53.700945

Antenna 185: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 85.110960 2.040376 2.418369 10.443596 10.167040 7.349510 7.523163 84.818955 85.110960

Antenna 185: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 0.555996 -0.516840 0.500717 -0.711688 -0.398670 -1.066436 -0.505657 -0.797825 0.555996

Antenna 185: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 74.315635 1.603882 1.458777 9.425102 9.976278 4.495523 4.671724 74.315635 74.048826

Antenna 185: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 61.176913 1.263730 1.353860 9.385252 8.280181 13.858440 18.300845 60.186337 61.176913

Antenna 185: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 119.042979 0.889066 0.911373 6.904312 6.307613 14.911298 14.962868 117.600352 119.042979

Antenna 185: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 134.940137 1.322975 0.826976 7.956753 1.682619 21.828831 66.547201 134.940137 122.611876

Antenna 185: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 83.613917 0.819349 0.969031 7.049633 6.987143 7.407891 11.181999 83.584588 83.613917

Antenna 185: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 0.126277 0.107734 -0.304479 -0.076434 -0.662535 0.126277 -0.558955 -0.545760 -1.103208

Antenna 185: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 73.182299 0.640046 0.552700 7.315766 7.153798 52.561830 50.507403 69.934886 73.182299

Antenna 185: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 120.500871 0.744574 0.809768 6.283183 6.406984 47.393407 47.694975 120.500871 119.393566

Antenna 185: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 138.616730 1.696795 1.439954 8.054608 8.220973 66.555786 69.501122 137.401348 138.616730

Antenna 185: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 110.554575 1.594181 1.316470 6.145574 6.373859 17.751839 17.601647 109.339994 110.554575

Antenna 185: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 166.623382 0.850217 0.898018 5.135993 6.156670 30.914175 31.092795 166.623382 156.969063

Antenna 185: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 13.869806 0.678201 -0.402352 -0.648457 -0.204040 -0.323688 -0.920239 13.869806 -0.696619

Antenna 185: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 153.941176 1.463509 1.656874 6.690331 5.815413 27.039501 27.189719 153.941176 151.507232

Antenna 185: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Power inf 388.396338 388.505819 inf inf 2061.391392 1927.594939 7580.592664 7863.394317

Antenna 185: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 62.707338 0.612276 0.541572 3.201411 2.844195 9.817445 8.658509 62.707338 61.827140

Antenna 185: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 83.275099 0.945020 0.957528 4.331734 3.811068 25.570384 24.940643 82.712023 83.275099

Antenna 185: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 0.847120 0.847120 -0.477798 0.547443 -0.710680 -0.156389 -1.033508 -1.186111 -1.011521

Antenna 185: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 58.767294 -0.196064 -0.209470 -0.570033 -0.525219 0.871797 0.451876 58.767294 58.584956

Antenna 185: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 80.052712 0.980043 0.916157 2.897683 2.258282 9.339874 8.045576 80.052712 79.578246

Antenna 185: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 193.319022 2.080174 2.014340 6.473671 4.553781 26.517298 23.216613 184.631340 193.319022

Antenna 185: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 93.598612 2.096364 2.563255 8.109550 7.130567 91.018095 93.598612 71.087763 68.994582

Antenna 185: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Shape 1.718332 1.718332 -0.119367 0.159445 -0.481980 -0.291616 0.316046 -0.345100 -0.917363

Antenna 185: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 2.408021 -0.121334 1.654797 -0.825539 0.822142 -0.277311 1.641825 -0.733009 2.408021

Antenna 185: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 2300.673963 977.881008 977.881008 902.120819 902.120819 712.445658 712.445658 2300.673963 2300.673963

Antenna 185: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok nn Temporal Discontinuties 2.583421 2.544707 2.544707 2.192502 2.192502 2.238381 2.238381 2.583421 2.583421

Antenna 185: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Discontinuties 11.837569 7.770202 7.770202 7.479050 7.479050 7.776701 7.776701 11.837569 11.837569

Antenna 185: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 N14 digital_ok ee Temporal Variability 4.228064 -0.535195 2.832050 -0.687876 3.990063 -0.882624 4.228064 0.715624 -1.114625

Antenna 185: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Temporal Discontinuties 7.258305 0.944487 -0.788622 6.212111 -0.894773 4.362172 -0.093140 7.258305 -0.539243

Antenna 185: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 2.762602 0.680843 0.107241 2.762602 -0.801678 0.213827 -0.643082 1.933210 -0.485708

Antenna 185: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 5.368565 1.525412 -0.751835 5.368565 -0.785072 1.327720 -0.768353 -1.456935 0.112440

Antenna 185: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 6.085585 1.741801 -0.970130 6.085585 -0.125735 1.551024 -1.329431 -1.523076 0.106589

Antenna 185: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 3.081750 1.207704 -0.268898 3.081750 -0.729661 1.412094 -0.315088 -0.998287 -0.435927

Antenna 185: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 185: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Temporal Variability 22.477416 -0.447016 0.647625 0.045444 -0.302164 1.494828 22.477416 0.040162 2.546708

Antenna 185: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 3.423054 -1.048450 1.264353 -0.406755 3.423054 -0.535945 2.549109 2.693882 -0.707312

Antenna 185: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok nn Temporal Discontinuties 7.497314 -0.361510 2.426687 -0.440300 3.202790 0.183469 7.167069 7.497314 -0.053566

Antenna 185: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Temporal Variability 9.475427 1.656695 -0.806800 4.022055 -0.171894 9.475427 0.050239 -0.374814 5.196315

Antenna 185: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 5.846151 -0.395182 2.349467 -0.710469 5.846151 -0.004710 2.342894 -0.737867 -1.831664

Antenna 185: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 5.055620 2.439469 -0.294448 5.055620 -0.402776 3.708736 -0.936969 -1.770156 -0.506816

Antenna 185: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 5.690782 -0.708069 2.668904 -0.117457 5.690782 -0.714139 2.477265 0.139782 -1.501648

Antenna 185: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 5.273831 2.728268 -0.669588 5.273831 -0.061631 4.969107 0.564935 -1.616293 -0.257423

Antenna 185: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 5.564076 -0.409327 1.871968 -0.595719 5.564076 -0.857614 1.721571 1.863582 -0.752798

Antenna 185: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 185: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Temporal Variability 7.745460 2.347731 -0.571734 5.467375 -0.806683 7.745460 -0.863231 2.697450 -0.258547

Antenna 185: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok nn Power 71.288426 23.264960 17.804877 71.288426 68.750408 32.683401 32.605030 6.747277 6.493914

Antenna 185: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok nn Power 61.253991 23.355479 17.595781 61.253991 59.434836 22.403419 22.069087 7.739419 7.270521

Antenna 185: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok nn Power 78.537515 26.439201 20.591596 78.537515 75.897403 29.836596 29.468149 8.887849 14.448137

Antenna 185: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 185: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Shape 4.878575 4.878575 -0.324092 2.147028 -0.878140 -0.130553 0.118405 -0.435951 -0.204868

Antenna 185: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
185 14 digital_ok ee Power 4.025688 -0.566283 1.020475 -0.346027 4.025688 -0.585288 3.499241 1.170807 -0.678587